Overview
Brought to you by YData
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 700 |
| Missing cells | 829 |
| Missing cells (%) | 5.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 142.6 KiB |
| Average record size in memory | 208.6 B |
Variable types
| Categorical | 3 |
|---|---|
| Numeric | 15 |
| DateTime | 2 |
CVE_COL has a high cardinality: 700 distinct values | High cardinality |
COLONIA has a high cardinality: 700 distinct values | High cardinality |
CP has a high cardinality: 96 distinct values | High cardinality |
CP is highly overall correlated with tasa_alta_severidad_per_1k and 1 other fields | High correlation |
area_km2 is highly overall correlated with incidentes_alta and 5 other fields | High correlation |
incidentes_alta is highly overall correlated with area_km2 and 8 other fields | High correlation |
incidentes_baja is highly overall correlated with area_km2 and 8 other fields | High correlation |
incidentes_media is highly overall correlated with area_km2 and 8 other fields | High correlation |
pctj_hombres is highly overall correlated with pctj_mujeres | High correlation |
pctj_mujeres is highly overall correlated with pctj_hombres | High correlation |
poblacion_total is highly overall correlated with area_km2 and 5 other fields | High correlation |
score_severidad is highly overall correlated with incidentes_alta and 5 other fields | High correlation |
tasa_alta_severidad_per_1k is highly overall correlated with CP and 6 other fields | High correlation |
tasa_incidentes_per_1k is highly overall correlated with CP and 6 other fields | High correlation |
total_incidentes is highly overall correlated with area_km2 and 8 other fields | High correlation |
viviendas_totales is highly overall correlated with area_km2 and 5 other fields | High correlation |
fecha_inicio has 175 (25.0%) missing values | Missing |
fecha_fin has 175 (25.0%) missing values | Missing |
poblacion_total has 41 (5.9%) missing values | Missing |
viviendas_totales has 41 (5.9%) missing values | Missing |
escolaridad_años_prom has 58 (8.3%) missing values | Missing |
pctj_menores18 has 58 (8.3%) missing values | Missing |
pctj_hombres has 58 (8.3%) missing values | Missing |
pctj_mujeres has 58 (8.3%) missing values | Missing |
tasa_incidentes_per_1k has 55 (7.9%) missing values | Missing |
tasa_alta_severidad_per_1k has 55 (7.9%) missing values | Missing |
densidad_poblacional has 55 (7.9%) missing values | Missing |
tasa_incidentes_per_1k is highly skewed (γ1 = 25.29877513) | Skewed |
tasa_alta_severidad_per_1k is highly skewed (γ1 = 25.32487058) | Skewed |
CVE_COL is uniformly distributed | Uniform |
COLONIA is uniformly distributed | Uniform |
CVE_COL has unique values | Unique |
COLONIA has unique values | Unique |
area_km2 has unique values | Unique |
total_incidentes has 175 (25.0%) zeros | Zeros |
incidentes_alta has 191 (27.3%) zeros | Zeros |
incidentes_media has 194 (27.7%) zeros | Zeros |
incidentes_baja has 202 (28.9%) zeros | Zeros |
poblacion_total has 14 (2.0%) zeros | Zeros |
viviendas_totales has 8 (1.1%) zeros | Zeros |
tasa_incidentes_per_1k has 140 (20.0%) zeros | Zeros |
tasa_alta_severidad_per_1k has 156 (22.3%) zeros | Zeros |
score_severidad has 175 (25.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-11-11 05:43:05.877361 |
|---|---|
| Analysis finished | 2025-11-11 05:43:53.752751 |
| Duration | 47.88 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
CVE_COL
Categorical
High cardinality Uniform Unique
| Distinct | 700 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.1 KiB |
| 2603000010 | 1 |
|---|---|
| 2603000012156 | 1 |
| 2603000012052 | 1 |
| 2603000012064 | 1 |
| 2603000012078 | 1 |
| Other values (695) |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 12.995714 |
| Min length | 10 |
Unique
| Unique | 700 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 2603000016735 |
|---|---|
| 2nd row | 2603000011785 |
| 3rd row | 2603000016335 |
| 4th row | 2603000011480 |
| 5th row | 2603000011663 |
Common Values
| Value | Count | Frequency (%) |
| 2603000010 | 1 | 0.1% |
| 2603000012156 | 1 | 0.1% |
| 2603000012052 | 1 | 0.1% |
| 2603000012064 | 1 | 0.1% |
| 2603000012078 | 1 | 0.1% |
| 2603000012098 | 1 | 0.1% |
| 2603000012099 | 1 | 0.1% |
| 2603000012110 | 1 | 0.1% |
| 2603000012113 | 1 | 0.1% |
| 2603000012155 | 1 | 0.1% |
| Other values (690) | 690 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2603000010 | 1 | 0.1% |
| 2603000011353 | 1 | 0.1% |
| 2603000011354 | 1 | 0.1% |
| 2603000011346 | 1 | 0.1% |
| 2603000011347 | 1 | 0.1% |
| 2603000011348 | 1 | 0.1% |
| 2603000011349 | 1 | 0.1% |
| 2603000011350 | 1 | 0.1% |
| 2603000011351 | 1 | 0.1% |
| 2603000011352 | 1 | 0.1% |
| Other values (690) | 690 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3643 | |
| 1 | 1301 | 14.3% |
| 6 | 1143 | 12.6% |
| 2 | 947 | 10.4% |
| 3 | 922 | 10.1% |
| 4 | 279 | 3.1% |
| 5 | 256 | 2.8% |
| 7 | 241 | 2.6% |
| 8 | 212 | 2.3% |
| 9 | 153 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9097 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3643 | |
| 1 | 1301 | 14.3% |
| 6 | 1143 | 12.6% |
| 2 | 947 | 10.4% |
| 3 | 922 | 10.1% |
| 4 | 279 | 3.1% |
| 5 | 256 | 2.8% |
| 7 | 241 | 2.6% |
| 8 | 212 | 2.3% |
| 9 | 153 | 1.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9097 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3643 | |
| 1 | 1301 | 14.3% |
| 6 | 1143 | 12.6% |
| 2 | 947 | 10.4% |
| 3 | 922 | 10.1% |
| 4 | 279 | 3.1% |
| 5 | 256 | 2.8% |
| 7 | 241 | 2.6% |
| 8 | 212 | 2.3% |
| 9 | 153 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9097 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3643 | |
| 1 | 1301 | 14.3% |
| 6 | 1143 | 12.6% |
| 2 | 947 | 10.4% |
| 3 | 922 | 10.1% |
| 4 | 279 | 3.1% |
| 5 | 256 | 2.8% |
| 7 | 241 | 2.6% |
| 8 | 212 | 2.3% |
| 9 | 153 | 1.7% |
COLONIA
Categorical
High cardinality Uniform Unique
| Distinct | 700 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.1 KiB |
| 14 DE MARZO | 1 |
|---|---|
| PUERTA DEL REY SECCIN GALICIA | 1 |
| PUEBLO ALEGRE | 1 |
| PUEBLO ALTO | 1 |
| PUEBLO BONITO | 1 |
| Other values (695) |
Length
| Max length | 39 |
|---|---|
| Median length | 29 |
| Mean length | 15.754286 |
| Min length | 4 |
Unique
| Unique | 700 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | ALTA FIRENZE NORTE RESIDENCIAL |
|---|---|
| 2nd row | JORGE VALDEZ MUÃOZ |
| 3rd row | VILLA VERDE CERRADA SAN VICENTE |
| 4th row | VILLA VENTURA |
| 5th row | NUEVO HERMOSILLO |
Common Values
| Value | Count | Frequency (%) |
| 14 DE MARZO | 1 | 0.1% |
| PUERTA DEL REY SECCIN GALICIA | 1 | 0.1% |
| PUEBLO ALEGRE | 1 | 0.1% |
| PUEBLO ALTO | 1 | 0.1% |
| PUEBLO BONITO | 1 | 0.1% |
| PUEBLO DEL ORO | 1 | 0.1% |
| PUEBLO DEL SOL | 1 | 0.1% |
| PUEBLO ESCONDIDO | 1 | 0.1% |
| PUERTA DE HIERRO | 1 | 0.1% |
| PUERTA DEL REY ETAPA III | 1 | 0.1% |
| Other values (690) | 690 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| residencial | 101 | 5.8% |
| del | 82 | 4.7% |
| de | 64 | 3.7% |
| la | 46 | 2.7% |
| san | 44 | 2.5% |
| villa | 43 | 2.5% |
| los | 36 | 2.1% |
| las | 35 | 2.0% |
| real | 29 | 1.7% |
| cerrada | 28 | 1.6% |
| Other values (630) | 1220 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 1522 | |
| E | 1086 | |
| 1030 | ||
| L | 926 | |
| I | 830 | 7.5% |
| R | 816 | 7.4% |
| S | 755 | 6.8% |
| O | 728 | 6.6% |
| N | 627 | 5.7% |
| C | 523 | 4.7% |
| Other values (30) | 2185 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 1522 | |
| E | 1086 | |
| 1030 | ||
| L | 926 | |
| I | 830 | 7.5% |
| R | 816 | 7.4% |
| S | 755 | 6.8% |
| O | 728 | 6.6% |
| N | 627 | 5.7% |
| C | 523 | 4.7% |
| Other values (30) | 2185 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 1522 | |
| E | 1086 | |
| 1030 | ||
| L | 926 | |
| I | 830 | 7.5% |
| R | 816 | 7.4% |
| S | 755 | 6.8% |
| O | 728 | 6.6% |
| N | 627 | 5.7% |
| C | 523 | 4.7% |
| Other values (30) | 2185 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11028 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 1522 | |
| E | 1086 | |
| 1030 | ||
| L | 926 | |
| I | 830 | 7.5% |
| R | 816 | 7.4% |
| S | 755 | 6.8% |
| O | 728 | 6.6% |
| N | 627 | 5.7% |
| C | 523 | 4.7% |
| Other values (30) | 2185 |
CP
Categorical
High cardinality High correlation
| Distinct | 96 |
|---|---|
| Distinct (%) | 13.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.6 KiB |
| 83170.0 | |
|---|---|
| 83240.0 | |
| 83104.0 | 45 |
| 83105.0 | 38 |
| 83118.0 | 37 |
| Other values (91) |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 32 ? |
|---|---|
| Unique (%) | 4.6% |
Sample
| 1st row | 83104.0 |
|---|---|
| 2nd row | 83104.0 |
| 3rd row | 83118.0 |
| 4th row | 83159.0 |
| 5th row | 83296.0 |
Common Values
| Value | Count | Frequency (%) |
| 83170.0 | 67 | 9.6% |
| 83240.0 | 52 | 7.4% |
| 83104.0 | 45 | 6.4% |
| 83105.0 | 38 | 5.4% |
| 83118.0 | 37 | 5.3% |
| 83106.0 | 33 | 4.7% |
| 83288.0 | 33 | 4.7% |
| 83287.0 | 27 | 3.9% |
| 83140.0 | 26 | 3.7% |
| 83290.0 | 22 | 3.1% |
| Other values (86) | 320 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 83170.0 | 67 | 9.6% |
| 83240.0 | 52 | 7.4% |
| 83104.0 | 45 | 6.4% |
| 83105.0 | 38 | 5.4% |
| 83118.0 | 37 | 5.3% |
| 83106.0 | 33 | 4.7% |
| 83288.0 | 33 | 4.7% |
| 83287.0 | 27 | 3.9% |
| 83140.0 | 26 | 3.7% |
| 83290.0 | 22 | 3.1% |
| Other values (86) | 320 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1160 | |
| 8 | 889 | |
| 3 | 724 | |
| . | 700 | |
| 1 | 499 | |
| 2 | 277 | 5.7% |
| 4 | 205 | 4.2% |
| 7 | 154 | 3.1% |
| 5 | 100 | 2.0% |
| 6 | 98 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4900 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1160 | |
| 8 | 889 | |
| 3 | 724 | |
| . | 700 | |
| 1 | 499 | |
| 2 | 277 | 5.7% |
| 4 | 205 | 4.2% |
| 7 | 154 | 3.1% |
| 5 | 100 | 2.0% |
| 6 | 98 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4900 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1160 | |
| 8 | 889 | |
| 3 | 724 | |
| . | 700 | |
| 1 | 499 | |
| 2 | 277 | 5.7% |
| 4 | 205 | 4.2% |
| 7 | 154 | 3.1% |
| 5 | 100 | 2.0% |
| 6 | 98 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4900 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1160 | |
| 8 | 889 | |
| 3 | 724 | |
| . | 700 | |
| 1 | 499 | |
| 2 | 277 | 5.7% |
| 4 | 205 | 4.2% |
| 7 | 154 | 3.1% |
| 5 | 100 | 2.0% |
| 6 | 98 | 2.0% |
total_incidentes
Real number (ℝ)
High correlation Zeros
| Distinct | 450 |
|---|---|
| Distinct (%) | 64.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3109.6457 |
| Minimum | 0 |
|---|---|
| Maximum | 157969 |
| Zeros | 175 |
| Zeros (%) | 25.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.75 |
| median | 430.5 |
| Q3 | 2675 |
| 95-th percentile | 14718.7 |
| Maximum | 157969 |
| Range | 157969 |
| Interquartile range (IQR) | 2674.25 |
Descriptive statistics
| Standard deviation | 8735.782 |
|---|---|
| Coefficient of variation (CV) | 2.8092531 |
| Kurtosis | 147.69588 |
| Mean | 3109.6457 |
| Median Absolute Deviation (MAD) | 430.5 |
| Skewness | 9.7381103 |
| Sum | 2176752 |
| Variance | 76313886 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 175 | 25.0% |
| 1 | 23 | 3.3% |
| 4 | 6 | 0.9% |
| 2 | 6 | 0.9% |
| 16 | 5 | 0.7% |
| 5 | 5 | 0.7% |
| 107 | 3 | 0.4% |
| 231 | 3 | 0.4% |
| 3 | 3 | 0.4% |
| 160 | 2 | 0.3% |
| Other values (440) | 469 |
| Value | Count | Frequency (%) |
| 0 | 175 | |
| 1 | 23 | 3.3% |
| 2 | 6 | 0.9% |
| 3 | 3 | 0.4% |
| 4 | 6 | 0.9% |
| 5 | 5 | 0.7% |
| 6 | 2 | 0.3% |
| 8 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| 10 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 157969 | 1 | |
| 58191 | 1 | |
| 54757 | 1 | |
| 50982 | 1 | |
| 43761 | 1 | |
| 36843 | 1 | |
| 36178 | 1 | |
| 35754 | 1 | |
| 35452 | 1 | |
| 34216 | 1 |
incidentes_alta
Real number (ℝ)
High correlation Zeros
| Distinct | 400 |
|---|---|
| Distinct (%) | 57.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1087.2129 |
| Minimum | 0 |
|---|---|
| Maximum | 46261 |
| Zeros | 191 |
| Zeros (%) | 27.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 134 |
| Q3 | 865 |
| 95-th percentile | 5654.65 |
| Maximum | 46261 |
| Range | 46261 |
| Interquartile range (IQR) | 865 |
Descriptive statistics
| Standard deviation | 2872.708 |
|---|---|
| Coefficient of variation (CV) | 2.6422683 |
| Kurtosis | 94.722337 |
| Mean | 1087.2129 |
| Median Absolute Deviation (MAD) | 134 |
| Skewness | 7.6200702 |
| Sum | 761049 |
| Variance | 8252451.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 191 | |
| 1 | 17 | 2.4% |
| 2 | 10 | 1.4% |
| 3 | 6 | 0.9% |
| 5 | 6 | 0.9% |
| 7 | 5 | 0.7% |
| 81 | 4 | 0.6% |
| 14 | 4 | 0.6% |
| 70 | 4 | 0.6% |
| 23 | 4 | 0.6% |
| Other values (390) | 449 |
| Value | Count | Frequency (%) |
| 0 | 191 | |
| 1 | 17 | 2.4% |
| 2 | 10 | 1.4% |
| 3 | 6 | 0.9% |
| 4 | 3 | 0.4% |
| 5 | 6 | 0.9% |
| 6 | 1 | 0.1% |
| 7 | 5 | 0.7% |
| 8 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 46261 | 1 | |
| 19535 | 1 | |
| 19407 | 1 | |
| 15415 | 1 | |
| 14971 | 1 | |
| 12968 | 1 | |
| 12255 | 1 | |
| 11691 | 1 | |
| 11612 | 1 | |
| 11453 | 1 |
incidentes_media
Real number (ℝ)
High correlation Zeros
| Distinct | 420 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1256.2 |
| Minimum | 0 |
|---|---|
| Maximum | 70784 |
| Zeros | 194 |
| Zeros (%) | 27.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 163.5 |
| Q3 | 1109.75 |
| 95-th percentile | 5905.95 |
| Maximum | 70784 |
| Range | 70784 |
| Interquartile range (IQR) | 1109.75 |
Descriptive statistics
| Standard deviation | 3780.4244 |
|---|---|
| Coefficient of variation (CV) | 3.0094128 |
| Kurtosis | 172.78522 |
| Mean | 1256.2 |
| Median Absolute Deviation (MAD) | 163.5 |
| Skewness | 10.815955 |
| Sum | 879340 |
| Variance | 14291608 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 194 | |
| 1 | 22 | 3.1% |
| 4 | 5 | 0.7% |
| 55 | 4 | 0.6% |
| 16 | 4 | 0.6% |
| 59 | 4 | 0.6% |
| 24 | 4 | 0.6% |
| 8 | 4 | 0.6% |
| 32 | 3 | 0.4% |
| 81 | 3 | 0.4% |
| Other values (410) | 453 |
| Value | Count | Frequency (%) |
| 0 | 194 | |
| 1 | 22 | 3.1% |
| 2 | 3 | 0.4% |
| 3 | 1 | 0.1% |
| 4 | 5 | 0.7% |
| 5 | 1 | 0.1% |
| 6 | 2 | 0.3% |
| 7 | 3 | 0.4% |
| 8 | 4 | 0.6% |
| 10 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 70784 | 1 | |
| 31217 | 1 | |
| 23680 | 1 | |
| 20853 | 1 | |
| 16373 | 1 | |
| 16203 | 1 | |
| 16105 | 1 | |
| 14991 | 1 | |
| 14037 | 1 | |
| 13924 | 1 |
incidentes_baja
Real number (ℝ)
High correlation Zeros
| Distinct | 379 |
|---|---|
| Distinct (%) | 54.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 766.23286 |
| Minimum | 0 |
|---|---|
| Maximum | 40924 |
| Zeros | 202 |
| Zeros (%) | 28.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 98 |
| Q3 | 691.25 |
| 95-th percentile | 3389.35 |
| Maximum | 40924 |
| Range | 40924 |
| Interquartile range (IQR) | 691.25 |
Descriptive statistics
| Standard deviation | 2183.4285 |
|---|---|
| Coefficient of variation (CV) | 2.8495626 |
| Kurtosis | 168.94036 |
| Mean | 766.23286 |
| Median Absolute Deviation (MAD) | 98 |
| Skewness | 10.471556 |
| Sum | 536363 |
| Variance | 4767360.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 202 | |
| 1 | 18 | 2.6% |
| 2 | 8 | 1.1% |
| 3 | 6 | 0.9% |
| 11 | 5 | 0.7% |
| 118 | 4 | 0.6% |
| 20 | 4 | 0.6% |
| 33 | 4 | 0.6% |
| 42 | 4 | 0.6% |
| 4 | 4 | 0.6% |
| Other values (369) | 441 |
| Value | Count | Frequency (%) |
| 0 | 202 | |
| 1 | 18 | 2.6% |
| 2 | 8 | 1.1% |
| 3 | 6 | 0.9% |
| 4 | 4 | 0.6% |
| 5 | 3 | 0.4% |
| 6 | 3 | 0.4% |
| 8 | 2 | 0.3% |
| 9 | 1 | 0.1% |
| 10 | 3 | 0.4% |
| Value | Count | Frequency (%) |
| 40924 | 1 | |
| 14422 | 1 | |
| 12003 | 1 | |
| 11670 | 1 | |
| 10594 | 1 | |
| 9579 | 1 | |
| 9072 | 1 | |
| 8483 | 1 | |
| 8445 | 1 | |
| 8193 | 1 |
fecha_inicio
Date
Missing
| Distinct | 251 |
|---|---|
| Distinct (%) | 47.8% |
| Missing | 175 |
| Missing (%) | 25.0% |
| Memory size | 5.6 KiB |
| Minimum | 2018-01-01 00:00:00 |
|---|---|
| Maximum | 2025-05-13 07:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
fecha_fin
Date
Missing
| Distinct | 275 |
|---|---|
| Distinct (%) | 52.4% |
| Missing | 175 |
| Missing (%) | 25.0% |
| Memory size | 5.6 KiB |
| Minimum | 2018-01-01 00:00:00 |
|---|---|
| Maximum | 2025-09-30 23:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
poblacion_total
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 553 |
|---|---|
| Distinct (%) | 83.9% |
| Missing | 41 |
| Missing (%) | 5.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1290 |
| Minimum | 0 |
|---|---|
| Maximum | 20398 |
| Zeros | 14 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 27.9 |
| Q1 | 260.5 |
| median | 618 |
| Q3 | 1390.5 |
| 95-th percentile | 4761.4 |
| Maximum | 20398 |
| Range | 20398 |
| Interquartile range (IQR) | 1130 |
Descriptive statistics
| Standard deviation | 2095.3216 |
|---|---|
| Coefficient of variation (CV) | 1.6242803 |
| Kurtosis | 27.938063 |
| Mean | 1290 |
| Median Absolute Deviation (MAD) | 465 |
| Skewness | 4.4684147 |
| Sum | 850110 |
| Variance | 4390372.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 14 | 2.0% |
| 201 | 3 | 0.4% |
| 10 | 3 | 0.4% |
| 44 | 3 | 0.4% |
| 78 | 3 | 0.4% |
| 269 | 3 | 0.4% |
| 209 | 3 | 0.4% |
| 338 | 3 | 0.4% |
| 351 | 3 | 0.4% |
| 290 | 3 | 0.4% |
| Other values (543) | 618 | |
| (Missing) | 41 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 6 | 2 | 0.3% |
| 8 | 1 | 0.1% |
| 10 | 3 | 0.4% |
| 14 | 2 | 0.3% |
| 15 | 1 | 0.1% |
| 17 | 1 | 0.1% |
| 19 | 1 | 0.1% |
| 20 | 1 | 0.1% |
| 21 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 20398 | 1 | |
| 19748 | 1 | |
| 16283 | 1 | |
| 12629 | 1 | |
| 12055 | 1 | |
| 11370 | 1 | |
| 11002 | 1 | |
| 10008 | 1 | |
| 9937 | 1 | |
| 9761 | 1 |
viviendas_totales
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 442 |
|---|---|
| Distinct (%) | 67.1% |
| Missing | 41 |
| Missing (%) | 5.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 445.3308 |
| Minimum | 0 |
|---|---|
| Maximum | 7175 |
| Zeros | 8 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 92.5 |
| median | 216 |
| Q3 | 491 |
| 95-th percentile | 1666.5 |
| Maximum | 7175 |
| Range | 7175 |
| Interquartile range (IQR) | 398.5 |
Descriptive statistics
| Standard deviation | 715.97892 |
|---|---|
| Coefficient of variation (CV) | 1.6077462 |
| Kurtosis | 26.997999 |
| Mean | 445.3308 |
| Median Absolute Deviation (MAD) | 153 |
| Skewness | 4.4151072 |
| Sum | 293473 |
| Variance | 512625.81 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 8 | 1.1% |
| 89 | 5 | 0.7% |
| 282 | 5 | 0.7% |
| 125 | 4 | 0.6% |
| 21 | 4 | 0.6% |
| 30 | 4 | 0.6% |
| 51 | 4 | 0.6% |
| 13 | 4 | 0.6% |
| 3 | 4 | 0.6% |
| 229 | 4 | 0.6% |
| Other values (432) | 613 | |
| (Missing) | 41 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1 | 3 | 0.4% |
| 3 | 4 | |
| 4 | 2 | 0.3% |
| 7 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 11 | 2 | 0.3% |
| 13 | 4 | |
| 14 | 4 |
| Value | Count | Frequency (%) |
| 7175 | 1 | |
| 6551 | 1 | |
| 4745 | 1 | |
| 4102 | 1 | |
| 3925 | 1 | |
| 3916 | 1 | |
| 3863 | 1 | |
| 3845 | 1 | |
| 3635 | 1 | |
| 3618 | 2 |
escolaridad_años_prom
Real number (ℝ)
Missing
| Distinct | 88 |
|---|---|
| Distinct (%) | 13.7% |
| Missing | 58 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.433022 |
| Minimum | 1.7 |
|---|---|
| Maximum | 18.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 1.7 |
|---|---|
| 5-th percentile | 9.105 |
| Q1 | 10.5 |
| median | 12.7 |
| Q3 | 14.5 |
| 95-th percentile | 15.3 |
| Maximum | 18.7 |
| Range | 17 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.2507547 |
|---|---|
| Coefficient of variation (CV) | 0.18103039 |
| Kurtosis | -0.06194767 |
| Mean | 12.433022 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.41296924 |
| Sum | 7982 |
| Variance | 5.0658969 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 14.9 | 20 | 2.9% |
| 14.7 | 20 | 2.9% |
| 15.1 | 17 | 2.4% |
| 12.7 | 15 | 2.1% |
| 14.3 | 15 | 2.1% |
| 9.7 | 15 | 2.1% |
| 10.6 | 14 | 2.0% |
| 14.5 | 14 | 2.0% |
| 14.6 | 14 | 2.0% |
| 15.3 | 14 | 2.0% |
| Other values (78) | 484 | |
| (Missing) | 58 | 8.3% |
| Value | Count | Frequency (%) |
| 1.7 | 1 | 0.1% |
| 3.7 | 1 | 0.1% |
| 5.9 | 1 | 0.1% |
| 6.4 | 1 | 0.1% |
| 7.6 | 2 | |
| 7.7 | 2 | |
| 8.1 | 2 | |
| 8.2 | 3 | |
| 8.3 | 1 | 0.1% |
| 8.5 | 2 |
| Value | Count | Frequency (%) |
| 18.7 | 1 | 0.1% |
| 18.1 | 1 | 0.1% |
| 16.1 | 1 | 0.1% |
| 16 | 2 | 0.3% |
| 15.9 | 5 | |
| 15.8 | 3 | |
| 15.7 | 2 | 0.3% |
| 15.6 | 2 | 0.3% |
| 15.5 | 5 | |
| 15.4 | 6 |
pctj_menores18
Real number (ℝ)
Missing
| Distinct | 287 |
|---|---|
| Distinct (%) | 44.7% |
| Missing | 58 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.658879 |
| Minimum | 4.7 |
|---|---|
| Maximum | 99.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 4.7 |
|---|---|
| 5-th percentile | 13.705 |
| Q1 | 21.725 |
| median | 29.45 |
| Q3 | 35.075 |
| 95-th percentile | 41 |
| Maximum | 99.7 |
| Range | 95 |
| Interquartile range (IQR) | 13.35 |
Descriptive statistics
| Standard deviation | 9.5606394 |
|---|---|
| Coefficient of variation (CV) | 0.33360131 |
| Kurtosis | 5.2818605 |
| Mean | 28.658879 |
| Median Absolute Deviation (MAD) | 6.45 |
| Skewness | 0.83877771 |
| Sum | 18399 |
| Variance | 91.405826 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40 | 7 | 1.0% |
| 29.5 | 7 | 1.0% |
| 27.4 | 7 | 1.0% |
| 36.3 | 7 | 1.0% |
| 34.4 | 7 | 1.0% |
| 23.4 | 6 | 0.9% |
| 34.1 | 6 | 0.9% |
| 33.8 | 6 | 0.9% |
| 30.6 | 6 | 0.9% |
| 33.3 | 6 | 0.9% |
| Other values (277) | 577 | |
| (Missing) | 58 | 8.3% |
| Value | Count | Frequency (%) |
| 4.7 | 1 | |
| 5.7 | 1 | |
| 7.7 | 2 | |
| 8.7 | 1 | |
| 8.8 | 1 | |
| 9.5 | 1 | |
| 9.9 | 1 | |
| 10 | 1 | |
| 10.1 | 1 | |
| 10.2 | 2 |
| Value | Count | Frequency (%) |
| 99.7 | 1 | |
| 76.9 | 1 | |
| 67.5 | 1 | |
| 57.9 | 1 | |
| 56.2 | 1 | |
| 55.6 | 1 | |
| 54.5 | 2 | |
| 53.1 | 1 | |
| 48 | 1 | |
| 47.6 | 1 |
pctj_hombres
Real number (ℝ)
High correlation Missing
| Distinct | 133 |
|---|---|
| Distinct (%) | 20.7% |
| Missing | 58 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.308879 |
| Minimum | 27 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 44.8 |
| Q1 | 47.8 |
| median | 49.2 |
| Q3 | 50.4 |
| 95-th percentile | 54 |
| Maximum | 100 |
| Range | 73 |
| Interquartile range (IQR) | 2.6 |
Descriptive statistics
| Standard deviation | 4.1331579 |
|---|---|
| Coefficient of variation (CV) | 0.083821779 |
| Kurtosis | 71.301169 |
| Mean | 49.308879 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | 5.6285764 |
| Sum | 31656.3 |
| Variance | 17.082994 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 49.8 | 20 | 2.9% |
| 49.1 | 19 | 2.7% |
| 49.4 | 18 | 2.6% |
| 48.8 | 17 | 2.4% |
| 49.2 | 16 | 2.3% |
| 49.9 | 16 | 2.3% |
| 50 | 15 | 2.1% |
| 48.6 | 15 | 2.1% |
| 50.1 | 15 | 2.1% |
| 48.3 | 14 | 2.0% |
| Other values (123) | 477 | |
| (Missing) | 58 | 8.3% |
| Value | Count | Frequency (%) |
| 27 | 1 | |
| 35.7 | 1 | |
| 39.3 | 1 | |
| 40.3 | 1 | |
| 40.9 | 2 | |
| 41.2 | 2 | |
| 41.5 | 1 | |
| 41.7 | 1 | |
| 41.8 | 1 | |
| 41.9 | 1 |
| Value | Count | Frequency (%) |
| 100 | 2 | |
| 64.7 | 1 | |
| 63.6 | 1 | |
| 61 | 1 | |
| 60 | 1 | |
| 59.4 | 1 | |
| 59 | 1 | |
| 58.4 | 1 | |
| 57.5 | 1 | |
| 57.2 | 1 |
pctj_mujeres
Real number (ℝ)
High correlation Missing
| Distinct | 133 |
|---|---|
| Distinct (%) | 20.7% |
| Missing | 58 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.691121 |
| Minimum | 0 |
|---|---|
| Maximum | 73 |
| Zeros | 2 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 46 |
| Q1 | 49.6 |
| median | 50.8 |
| Q3 | 52.2 |
| 95-th percentile | 55.2 |
| Maximum | 73 |
| Range | 73 |
| Interquartile range (IQR) | 2.6 |
Descriptive statistics
| Standard deviation | 4.1331579 |
|---|---|
| Coefficient of variation (CV) | 0.081536131 |
| Kurtosis | 71.301169 |
| Mean | 50.691121 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | -5.6285764 |
| Sum | 32543.7 |
| Variance | 17.082994 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50.2 | 20 | 2.9% |
| 50.9 | 19 | 2.7% |
| 50.6 | 18 | 2.6% |
| 51.2 | 17 | 2.4% |
| 50.8 | 16 | 2.3% |
| 50.1 | 16 | 2.3% |
| 50 | 15 | 2.1% |
| 51.4 | 15 | 2.1% |
| 49.9 | 15 | 2.1% |
| 51.7 | 14 | 2.0% |
| Other values (123) | 477 | |
| (Missing) | 58 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 35.3 | 1 | |
| 36.4 | 1 | |
| 39 | 1 | |
| 40 | 1 | |
| 40.6 | 1 | |
| 41 | 1 | |
| 41.6 | 1 | |
| 42.5 | 1 | |
| 42.8 | 1 |
| Value | Count | Frequency (%) |
| 73 | 1 | |
| 64.3 | 1 | |
| 60.7 | 1 | |
| 59.7 | 1 | |
| 59.1 | 2 | |
| 58.8 | 2 | |
| 58.5 | 1 | |
| 58.3 | 1 | |
| 58.2 | 1 | |
| 58.1 | 1 |
tasa_incidentes_per_1k
Real number (ℝ)
High correlation Missing Skewed Zeros
| Distinct | 506 |
|---|---|
| Distinct (%) | 78.4% |
| Missing | 55 |
| Missing (%) | 7.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7178.2889 |
| Minimum | 0 |
|---|---|
| Maximum | 3011666.7 |
| Zeros | 140 |
| Zeros (%) | 20.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.2016807 |
| median | 1036.8852 |
| Q3 | 2820.5689 |
| 95-th percentile | 8487.2929 |
| Maximum | 3011666.7 |
| Range | 3011666.7 |
| Interquartile range (IQR) | 2816.3672 |
Descriptive statistics
| Standard deviation | 118639.32 |
|---|---|
| Coefficient of variation (CV) | 16.52752 |
| Kurtosis | 641.64225 |
| Mean | 7178.2889 |
| Median Absolute Deviation (MAD) | 1036.8852 |
| Skewness | 25.298775 |
| Sum | 4629996.4 |
| Variance | 1.4075287 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 140 | 20.0% |
| 12.98701299 | 1 | 0.1% |
| 4215.136876 | 1 | 0.1% |
| 2490.210297 | 1 | 0.1% |
| 3411.149826 | 1 | 0.1% |
| 2021.276596 | 1 | 0.1% |
| 365.8536585 | 1 | 0.1% |
| 864.0776699 | 1 | 0.1% |
| 4065.268065 | 1 | 0.1% |
| 1963.386728 | 1 | 0.1% |
| Other values (496) | 496 | |
| (Missing) | 55 | 7.9% |
| Value | Count | Frequency (%) |
| 0 | 140 | |
| 0.2919708029 | 1 | 0.1% |
| 0.4823926676 | 1 | 0.1% |
| 0.5032712632 | 1 | 0.1% |
| 0.5892751915 | 1 | 0.1% |
| 0.7961783439 | 1 | 0.1% |
| 0.8090614887 | 1 | 0.1% |
| 0.9233610342 | 1 | 0.1% |
| 1 | 1 | 0.1% |
| 1.379310345 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 3011666.667 | 1 | |
| 77719.5122 | 1 | |
| 69136.36364 | 1 | |
| 54785.71429 | 1 | |
| 45813.55932 | 1 | |
| 35784.31373 | 1 | |
| 33200.71459 | 1 | |
| 26396.0396 | 1 | |
| 24715.21739 | 1 | |
| 22514.85149 | 1 |
tasa_alta_severidad_per_1k
Real number (ℝ)
High correlation Missing Skewed Zeros
| Distinct | 488 |
|---|---|
| Distinct (%) | 75.7% |
| Missing | 55 |
| Missing (%) | 7.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2245.3418 |
| Minimum | 0 |
|---|---|
| Maximum | 936666.67 |
| Zeros | 156 |
| Zeros (%) | 22.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.4184397 |
| median | 328.03181 |
| Q3 | 977.67857 |
| 95-th percentile | 2873.4373 |
| Maximum | 936666.67 |
| Range | 936666.67 |
| Interquartile range (IQR) | 976.26013 |
Descriptive statistics
| Standard deviation | 36884.922 |
|---|---|
| Coefficient of variation (CV) | 16.427308 |
| Kurtosis | 642.54491 |
| Mean | 2245.3418 |
| Median Absolute Deviation (MAD) | 328.03181 |
| Skewness | 25.324871 |
| Sum | 1448245.5 |
| Variance | 1.3604975 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 156 | 22.3% |
| 461.5384615 | 2 | 0.3% |
| 58.82352941 | 2 | 0.3% |
| 9767.105263 | 1 | 0.1% |
| 602.9850746 | 1 | 0.1% |
| 452.339688 | 1 | 0.1% |
| 1498.371336 | 1 | 0.1% |
| 1105.51124 | 1 | 0.1% |
| 496.5675057 | 1 | 0.1% |
| 566.552901 | 1 | 0.1% |
| Other values (478) | 478 | |
| (Missing) | 55 | 7.9% |
| Value | Count | Frequency (%) |
| 0 | 156 | |
| 0.7961783439 | 1 | 0.1% |
| 0.8090614887 | 1 | 0.1% |
| 0.8257638315 | 1 | 0.1% |
| 1.178689298 | 1 | 0.1% |
| 1.348617667 | 1 | 0.1% |
| 1.418439716 | 1 | 0.1% |
| 1.545595054 | 1 | 0.1% |
| 1.615508885 | 1 | 0.1% |
| 1.838235294 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 936666.6667 | 1 | |
| 15431.81818 | 1 | |
| 15426.82927 | 1 | |
| 14571.42857 | 1 | |
| 10901.08696 | 1 | |
| 10423.72881 | 1 | |
| 9767.105263 | 1 | |
| 9722.782682 | 1 | |
| 9278.481013 | 1 | |
| 8000 | 1 |
score_severidad
Real number (ℝ)
High correlation Zeros
| Distinct | 482 |
|---|---|
| Distinct (%) | 68.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5671598 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 175 |
| Zeros (%) | 25.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.75 |
| median | 2.023363 |
| Q3 | 2.1326881 |
| 95-th percentile | 2.3724928 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1.3826881 |
Descriptive statistics
| Standard deviation | 0.92724845 |
|---|---|
| Coefficient of variation (CV) | 0.59167448 |
| Kurtosis | -0.74999921 |
| Mean | 1.5671598 |
| Median Absolute Deviation (MAD) | 0.13260861 |
| Skewness | -0.99723331 |
| Sum | 1097.0118 |
| Variance | 0.85978969 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 175 | 25.0% |
| 2 | 18 | 2.6% |
| 3 | 10 | 1.4% |
| 1 | 6 | 0.9% |
| 2.5 | 5 | 0.7% |
| 2.153846154 | 3 | 0.4% |
| 2.666666667 | 2 | 0.3% |
| 2.116161616 | 2 | 0.3% |
| 2.75 | 2 | 0.3% |
| 2.052631579 | 2 | 0.3% |
| Other values (472) | 475 |
| Value | Count | Frequency (%) |
| 0 | 175 | |
| 1 | 6 | 0.9% |
| 1.5 | 1 | 0.1% |
| 1.565217391 | 1 | 0.1% |
| 1.6 | 1 | 0.1% |
| 1.611111111 | 1 | 0.1% |
| 1.614285714 | 1 | 0.1% |
| 1.666666667 | 1 | 0.1% |
| 1.690958904 | 1 | 0.1% |
| 1.715419501 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 3 | 10 | |
| 2.8 | 1 | 0.1% |
| 2.75 | 2 | 0.3% |
| 2.666666667 | 2 | 0.3% |
| 2.559322034 | 1 | 0.1% |
| 2.527950311 | 1 | 0.1% |
| 2.5 | 5 | |
| 2.442105263 | 1 | 0.1% |
| 2.44 | 1 | 0.1% |
| 2.426666667 | 1 | 0.1% |
area_km2
Real number (ℝ)
High correlation Unique
| Distinct | 700 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.24388744 |
| Minimum | 0.0021870664 |
|---|---|
| Maximum | 9.429745 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 0.0021870664 |
|---|---|
| 5-th percentile | 0.011175935 |
| Q1 | 0.042928439 |
| median | 0.098850384 |
| Q3 | 0.23107655 |
| 95-th percentile | 0.94420166 |
| Maximum | 9.429745 |
| Range | 9.4275579 |
| Interquartile range (IQR) | 0.18814811 |
Descriptive statistics
| Standard deviation | 0.55302747 |
|---|---|
| Coefficient of variation (CV) | 2.2675521 |
| Kurtosis | 121.3217 |
| Mean | 0.24388744 |
| Median Absolute Deviation (MAD) | 0.072333642 |
| Skewness | 8.9982439 |
| Sum | 170.72121 |
| Variance | 0.30583938 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.03755473946 | 1 | 0.1% |
| 0.1502073279 | 1 | 0.1% |
| 0.04659694397 | 1 | 0.1% |
| 0.1379980908 | 1 | 0.1% |
| 0.078422888 | 1 | 0.1% |
| 0.03797775079 | 1 | 0.1% |
| 0.09463032842 | 1 | 0.1% |
| 0.1839934593 | 1 | 0.1% |
| 0.06481226779 | 1 | 0.1% |
| 0.01831339534 | 1 | 0.1% |
| Other values (690) | 690 |
| Value | Count | Frequency (%) |
| 0.002187066445 | 1 | |
| 0.002339055953 | 1 | |
| 0.002394035126 | 1 | |
| 0.002481158882 | 1 | |
| 0.002618555687 | 1 | |
| 0.002777297956 | 1 | |
| 0.004088118014 | 1 | |
| 0.004374253824 | 1 | |
| 0.00477798743 | 1 | |
| 0.005031223606 | 1 |
| Value | Count | Frequency (%) |
| 9.42974497 | 1 | |
| 4.908673646 | 1 | |
| 3.363147176 | 1 | |
| 3.33943119 | 1 | |
| 3.325838348 | 1 | |
| 2.985944459 | 1 | |
| 2.58518027 | 1 | |
| 2.55100993 | 1 | |
| 2.221283125 | 1 | |
| 2.217181258 | 1 |
densidad_poblacional
Real number (ℝ)
Missing
| Distinct | 645 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 55 |
| Missing (%) | 7.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7710.8156 |
| Minimum | 0.63628444 |
|---|---|
| Maximum | 41766.406 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.6 KiB |
Quantile statistics
| Minimum | 0.63628444 |
|---|---|
| 5-th percentile | 500.92614 |
| Q1 | 3607.3042 |
| median | 6945.9375 |
| Q3 | 10931.787 |
| 95-th percentile | 16453.54 |
| Maximum | 41766.406 |
| Range | 41765.77 |
| Interquartile range (IQR) | 7324.4825 |
Descriptive statistics
| Standard deviation | 5347.765 |
|---|---|
| Coefficient of variation (CV) | 0.69354077 |
| Kurtosis | 3.3673217 |
| Mean | 7710.8156 |
| Median Absolute Deviation (MAD) | 3637.1913 |
| Skewness | 1.1647288 |
| Sum | 4973476 |
| Variance | 28598590 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2050.340413 | 1 | 0.1% |
| 7320.109884 | 1 | 0.1% |
| 13714.35766 | 1 | 0.1% |
| 11727.93118 | 1 | 0.1% |
| 986.3977292 | 1 | 0.1% |
| 12614.48672 | 1 | 0.1% |
| 5529.845701 | 1 | 0.1% |
| 8282.905466 | 1 | 0.1% |
| 6230.351124 | 1 | 0.1% |
| 2303.639968 | 1 | 0.1% |
| Other values (635) | 635 | |
| (Missing) | 55 | 7.9% |
| Value | Count | Frequency (%) |
| 0.6362844403 | 1 | |
| 8.131453122 | 1 | |
| 49.60143078 | 1 | |
| 53.52034025 | 1 | |
| 61.56495615 | 1 | |
| 105.5349852 | 1 | |
| 106.8801048 | 1 | |
| 111.5774928 | 1 | |
| 118.705135 | 1 | |
| 129.854455 | 1 |
| Value | Count | Frequency (%) |
| 41766.40612 | 1 | |
| 32472.71706 | 1 | |
| 32435.04903 | 1 | |
| 28477.63437 | 1 | |
| 24414.95224 | 1 | |
| 23939.34818 | 1 | |
| 23749.86767 | 1 | |
| 22360.96243 | 1 | |
| 21971.28075 | 1 | |
| 21145.6125 | 1 |
Interactions
Correlations
| CP | area_km2 | densidad_poblacional | escolaridad_años_prom | incidentes_alta | incidentes_baja | incidentes_media | pctj_hombres | pctj_menores18 | pctj_mujeres | poblacion_total | score_severidad | tasa_alta_severidad_per_1k | tasa_incidentes_per_1k | total_incidentes | viviendas_totales | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CP | 1.000 | 0.323 | 0.164 | 0.000 | 0.274 | 0.253 | 0.374 | 0.064 | 0.293 | 0.000 | 0.000 | 0.000 | 0.594 | 0.594 | 0.326 | 0.000 |
| area_km2 | 0.323 | 1.000 | -0.335 | -0.256 | 0.577 | 0.578 | 0.585 | 0.117 | -0.031 | -0.117 | 0.675 | 0.323 | 0.381 | 0.379 | 0.585 | 0.684 |
| densidad_poblacional | 0.164 | -0.335 | 1.000 | -0.227 | 0.031 | 0.042 | -0.011 | 0.021 | 0.157 | -0.021 | 0.346 | -0.063 | -0.125 | -0.154 | 0.013 | 0.316 |
| escolaridad_años_prom | 0.000 | -0.256 | -0.227 | 1.000 | -0.185 | -0.145 | -0.122 | -0.367 | -0.318 | 0.367 | -0.362 | -0.173 | -0.115 | -0.052 | -0.147 | -0.327 |
| incidentes_alta | 0.274 | 0.577 | 0.031 | -0.185 | 1.000 | 0.987 | 0.985 | 0.004 | -0.144 | -0.004 | 0.598 | 0.648 | 0.901 | 0.880 | 0.994 | 0.606 |
| incidentes_baja | 0.253 | 0.578 | 0.042 | -0.145 | 0.987 | 1.000 | 0.985 | -0.009 | -0.156 | 0.009 | 0.607 | 0.548 | 0.878 | 0.873 | 0.992 | 0.615 |
| incidentes_media | 0.374 | 0.585 | -0.011 | -0.122 | 0.985 | 0.985 | 1.000 | -0.032 | -0.204 | 0.032 | 0.583 | 0.585 | 0.894 | 0.895 | 0.994 | 0.590 |
| pctj_hombres | 0.064 | 0.117 | 0.021 | -0.367 | 0.004 | -0.009 | -0.032 | 1.000 | 0.330 | -1.000 | 0.076 | 0.045 | -0.023 | -0.054 | -0.011 | 0.062 |
| pctj_menores18 | 0.293 | -0.031 | 0.157 | -0.318 | -0.144 | -0.156 | -0.204 | 0.330 | 1.000 | -0.330 | 0.043 | 0.025 | -0.169 | -0.213 | -0.169 | 0.024 |
| pctj_mujeres | 0.000 | -0.117 | -0.021 | 0.367 | -0.004 | 0.009 | 0.032 | -1.000 | -0.330 | 1.000 | -0.076 | -0.045 | 0.023 | 0.054 | 0.011 | -0.062 |
| poblacion_total | 0.000 | 0.675 | 0.346 | -0.362 | 0.598 | 0.607 | 0.583 | 0.076 | 0.043 | -0.076 | 1.000 | 0.256 | 0.289 | 0.267 | 0.597 | 0.981 |
| score_severidad | 0.000 | 0.323 | -0.063 | -0.173 | 0.648 | 0.548 | 0.585 | 0.045 | 0.025 | -0.045 | 0.256 | 1.000 | 0.611 | 0.552 | 0.618 | 0.271 |
| tasa_alta_severidad_per_1k | 0.594 | 0.381 | -0.125 | -0.115 | 0.901 | 0.878 | 0.894 | -0.023 | -0.169 | 0.023 | 0.289 | 0.611 | 1.000 | 0.987 | 0.896 | 0.305 |
| tasa_incidentes_per_1k | 0.594 | 0.379 | -0.154 | -0.052 | 0.880 | 0.873 | 0.895 | -0.054 | -0.213 | 0.054 | 0.267 | 0.552 | 0.987 | 1.000 | 0.891 | 0.284 |
| total_incidentes | 0.326 | 0.585 | 0.013 | -0.147 | 0.994 | 0.992 | 0.994 | -0.011 | -0.169 | 0.011 | 0.597 | 0.618 | 0.896 | 0.891 | 1.000 | 0.606 |
| viviendas_totales | 0.000 | 0.684 | 0.316 | -0.327 | 0.606 | 0.615 | 0.590 | 0.062 | 0.024 | -0.062 | 0.981 | 0.271 | 0.305 | 0.284 | 0.606 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| CVE_COL | COLONIA | CP | total_incidentes | incidentes_alta | incidentes_media | incidentes_baja | fecha_inicio | fecha_fin | poblacion_total | viviendas_totales | escolaridad_años_prom | pctj_menores18 | pctj_hombres | pctj_mujeres | tasa_incidentes_per_1k | tasa_alta_severidad_per_1k | score_severidad | area_km2 | densidad_poblacional | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2603000016735 | ALTA FIRENZE NORTE RESIDENCIAL | 83104.0 | 1 | 1 | 0 | 0 | 2018-06-19 17:00:00 | 2018-06-19 17:00:00 | 77.0 | 68.0 | 14.9 | 28.6 | 49.4 | 50.6 | 12.987013 | 12.987013 | 3.000000 | 0.037555 | 2050.340413 |
| 1 | 2603000011785 | JORGE VALDEZ MUÃOZ | 83104.0 | 3066 | 1404 | 870 | 792 | 2018-01-01 02:00:00 | 2025-09-30 04:00:00 | 1081.0 | 366.0 | 9.4 | 35.7 | 49.9 | 50.1 | 2836.262720 | 1298.797410 | 2.199609 | 0.108585 | 9955.346547 |
| 2 | 2603000016335 | VILLA VERDE CERRADA SAN VICENTE | 83118.0 | 0 | 0 | 0 | 0 | NaN | NaN | 715.0 | 261.0 | 9.5 | 40.4 | 52.4 | 47.6 | 0.000000 | 0.000000 | 0.000000 | 0.060584 | 11801.826946 |
| 3 | 2603000011480 | VILLA VENTURA | 83159.0 | 0 | 0 | 0 | 0 | NaN | NaN | 120.0 | 86.0 | 14.2 | 21.7 | 46.5 | 53.5 | 0.000000 | 0.000000 | 0.000000 | 0.017695 | 6781.506720 |
| 4 | 2603000011663 | NUEVO HERMOSILLO | 83296.0 | 43761 | 15415 | 13924 | 14422 | 2018-01-01 00:00:00 | 2025-09-30 23:00:00 | 12629.0 | 4102.0 | 10.7 | 29.4 | 49.1 | 50.9 | 3465.119962 | 1220.603373 | 2.022691 | 1.266794 | 9969.263119 |
| 5 | 2603000011424 | SAN JERONIMO | 83125.0 | 1 | 0 | 1 | 0 | 2025-05-13 07:00:00 | 2025-05-13 07:00:00 | 1083.0 | 380.0 | 13.4 | 23.1 | 47.5 | 52.5 | 0.923361 | 0.000000 | 2.000000 | 0.025930 | 41766.406124 |
| 6 | 2603000011474 | MODELO | 83190.0 | 20260 | 5649 | 9220 | 5391 | 2018-01-01 00:00:00 | 2025-09-30 20:00:00 | 3285.0 | 1444.0 | 13.9 | 14.6 | 46.3 | 53.7 | 6167.427702 | 1719.634703 | 2.012734 | 1.139328 | 2883.278754 |
| 7 | 2603000011521 | COLINA BLANCA | 83148.0 | 0 | 0 | 0 | 0 | NaN | NaN | 296.0 | 101.0 | 14.9 | 19.3 | 47.0 | 53.0 | 0.000000 | 0.000000 | 0.000000 | 0.018660 | 15862.854101 |
| 8 | 2603000016740 | PRIVADAS DE MIRADOR II | 83106.0 | 1612 | 569 | 523 | 520 | 2018-05-14 01:00:00 | 2025-09-28 02:00:00 | 563.0 | 201.0 | 12.2 | 30.4 | 50.1 | 49.9 | 2863.232682 | 1010.657194 | 2.030397 | 0.042111 | 13369.321127 |
| 9 | 2603000011495 | VILLA GUADALUPE | 83105.0 | 1591 | 453 | 490 | 648 | 2018-01-01 05:00:00 | 2025-09-29 04:00:00 | 1141.0 | 378.0 | 13.0 | 22.3 | 48.2 | 51.8 | 1394.390885 | 397.020158 | 1.877436 | 0.082064 | 13903.733156 |
| CVE_COL | COLONIA | CP | total_incidentes | incidentes_alta | incidentes_media | incidentes_baja | fecha_inicio | fecha_fin | poblacion_total | viviendas_totales | escolaridad_años_prom | pctj_menores18 | pctj_hombres | pctj_mujeres | tasa_incidentes_per_1k | tasa_alta_severidad_per_1k | score_severidad | area_km2 | densidad_poblacional | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 690 | 2603000011789 | PRIVADA LOS SAUCES | 83067.0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000000 | 0.002777 | NaN |
| 691 | 2603000011801 | PRIVADA CASA BLANCA | 83079.0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000000 | 0.002481 | NaN |
| 692 | 2603000011560 | PRADOS DEL SOL | 83100.0 | 1797 | 549 | 783 | 465 | 2018-01-01 07:00:00 | 2025-09-29 03:00:00 | 1080.0 | 413.0 | 14.7 | 15.3 | 46.2 | 53.8 | 1663.888889 | 508.333333 | 2.046745 | 0.118359 | 9124.763089 |
| 693 | 2603000011499 | SAN LUIS | 83160.0 | 17728 | 7870 | 6651 | 3207 | 2018-01-01 00:00:00 | 2025-09-30 20:00:00 | 6239.0 | 1888.0 | 9.4 | 30.0 | 50.7 | 49.3 | 2841.481007 | 1261.420099 | 2.263030 | 1.781934 | 3501.251301 |
| 694 | 2603000011686 | CERRO DE LA CAMPANA | 83000.0 | 517 | 168 | 254 | 95 | 2018-01-01 06:00:00 | 2025-09-25 02:00:00 | 126.0 | 56.0 | 10.6 | 30.2 | 52.1 | 47.9 | 4103.174603 | 1333.333333 | 2.141199 | 0.222699 | 565.786509 |
| 695 | 2603000011353 | EL ENCANTO | 83105.0 | 49 | 14 | 24 | 11 | 2019-04-13 11:00:00 | 2025-08-29 01:00:00 | 896.0 | 289.0 | 11.0 | 26.9 | 48.8 | 51.2 | 54.687500 | 15.625000 | 2.061224 | 0.099277 | 9025.237888 |
| 696 | 2603000011416 | PRIMAVERA | 83113.0 | 46 | 5 | 16 | 25 | 2019-01-06 03:00:00 | 2023-06-24 18:00:00 | 516.0 | 170.0 | 10.2 | 23.8 | 51.9 | 48.1 | 89.147287 | 9.689922 | 1.565217 | 0.080339 | 6422.756658 |
| 697 | 2603000011649 | COSTA DEL SOL | 83140.0 | 3489 | 1555 | 940 | 994 | 2018-01-01 02:00:00 | 2025-09-30 17:00:00 | 1257.0 | 436.0 | 11.2 | 29.1 | 49.0 | 51.0 | 2775.656325 | 1237.072395 | 2.160791 | 0.628355 | 2000.462425 |
| 698 | 2603000011852 | VISTA DEL LAGO | 83240.0 | 31 | 10 | 16 | 5 | 2018-02-15 13:00:00 | 2025-06-22 10:00:00 | 84.0 | 22.0 | 14.9 | 20.2 | 45.2 | 54.8 | 369.047619 | 119.047619 | 2.161290 | 0.019180 | 4379.526851 |
| 699 | 2603000011647 | CASA LINDA | 83140.0 | 1352 | 536 | 407 | 409 | 2018-01-01 05:00:00 | 2025-09-24 19:00:00 | 731.0 | 264.0 | 12.5 | 28.5 | 48.2 | 51.8 | 1849.521204 | 733.242134 | 2.093935 | 0.070254 | 10405.122916 |